3 articles tagged ai.
If you're a CFO, you have two AI hurdles: a token bill that moves with usage, and a finance team that wants to use AI on the books. Today I'm looking at how a gateway with hard budgets turns the first into a fixed cost, and at the SaaS tools and MCP servers for the second, including how I run my own company's books through Xero and Claude.
strategy · claude-code
A single factual error on your site and you're toast. Here's the check I run: my own MCPs find what needs checking and get a second opinion from a separate model, and the primary page settles it. I ran it for real on Saturn's moon count, a number from this page that was already out of date, and set it against what the 2025-26 research says reduces hallucinations.
Claude · strategy
Your AI confidently answers questions about your business with public-internet knowledge. RAG is the architecture that gets your actual contracts, customer list and operating playbook into the conversation, with citations. Here is what it is, where it sits next to long context and MCP, and what it changes if you sponsor the work this quarter.